{"id":"W4412578384","doi":"10.1002/art.43323","title":"Differences in IgG Sialylation Distinguish Asymptomatic From Symptomatic Antinuclear Antibody–Positive Individuals","year":2025,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Manitoba; Toronto Western Hospital; Arthritis Society; Mount Sinai Hospital; SickKids Foundation; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Department of Medicine, University of Toronto; University of Toronto; Arthritis Society; Lupus Research Alliance","keywords":"Immunology; Antibody; Sialic acid; Asymptomatic; Agglutinin; Immune system; Flow cytometry; Inflammation; Tumor necrosis factor alpha; Immunoglobulin G; Chemistry; Molecular biology; Lectin; Medicine; Biology; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065636,0.0003257077,0.0001922458,0.0005658288,0.0001639098,0.0003345228,0.0001149778,0.0003644325,0.001524384],"category_scores_gemma":[0.000558303,0.000121251,0.0001631327,0.0002369615,0.0002304911,0.0001717197,0.0002364406,0.0001471323,0.0002524453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009897532,"about_ca_system_score_gemma":0.00005850344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005683922,"about_ca_topic_score_gemma":0.0004688165,"domain_scores_codex":[0.9998534,0.00003003412,0.00002772343,0.00003908266,0.00002443968,0.0000252707],"domain_scores_gemma":[0.9997326,0.00007662363,0.0001033977,0.00001513591,0.00002256861,0.00004970195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001371435,0.00006152086,0.8606578,0.00006174434,0.00007573028,0.00057099,0.0002684508,0.00007265609,0.127752,0.00008658227,0.0001097058,0.008911409],"study_design_scores_gemma":[0.00001493669,0.0004029297,0.9910952,0.000009744513,0.00003322774,0.002951168,0.000213437,0.0002097282,0.004701516,0.00007249927,0.0002900648,0.000005513536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993907,0.0001632248,0.0001002229,0.000009314681,0.000003412048,0.000003537859,0.00004755249,0.000003831019,0.0002782178],"genre_scores_gemma":[0.9996262,0.00006837243,0.0001465062,0.00001210299,0.000005442239,0.000002429071,0.00006604307,0.000001302859,0.00007145742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524384,"threshold_uncertainty_score":0.005099595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099197506594037,"score_gpt":0.2929050545235264,"score_spread":0.2819130794575861,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}